{"id":"W3165928086","doi":"10.1002/app.51225","title":"Talc reinforcement of polylactide and biodegradable polyester blends via injection‐molding and pilot‐scale film extrusion","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Talc; Materials science; Composite material; Polyester; Extrusion; Compounding; Polypropylene; Molding (decorative); Polymer; Crystallinity; Miscibility","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013828,0.0001942307,0.0003865159,0.0002767979,0.0004468643,0.0002210208,0.0003184232,0.0000558359,0.000295146],"category_scores_gemma":[0.00001728942,0.0001429756,0.00005320432,0.0005203168,0.0007220549,0.0007125678,0.0002901501,0.0001514837,0.000003927629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004243923,"about_ca_system_score_gemma":0.0003789933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001782847,"about_ca_topic_score_gemma":0.00001569441,"domain_scores_codex":[0.997897,0.00003697408,0.0006467843,0.0003357705,0.0006987213,0.0003847051],"domain_scores_gemma":[0.9987394,0.00007972934,0.000515247,0.0002751871,0.0001590489,0.000231429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000175688,0.00004281887,0.0002423275,0.00003761948,0.000008977321,0.000004434226,0.000723609,0.000004224088,0.9651764,0.0004531483,0.00004822914,0.03308254],"study_design_scores_gemma":[0.00035123,0.0002971871,0.0003349175,0.00009486749,0.00003930422,0.0003611096,0.0008021654,0.0003603229,0.9967896,0.0001559947,0.0002365101,0.0001767635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703748,0.02543384,0.0005972316,0.0003909785,0.0004447346,0.00006119795,0.000004547391,0.00001256185,0.002680118],"genre_scores_gemma":[0.9973533,0.0003029871,0.001608967,0.0001982252,0.00008050368,0.000002954965,2.91079e-7,0.00001197988,0.0004407864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03290578,"threshold_uncertainty_score":0.5830377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145023718051343,"score_gpt":0.222646352812586,"score_spread":0.2081439810074517,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}